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Decision making under uncertainty in a quasi realistic binary decision task - An fMRI study

机译:在准现实二元决策任务中的不确定性下的决策 - FMRI研究

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摘要

Approaching real life decision making through Quasi Realistic Decision Making may increase the ecological validity of decision making experiments. This could help narrow the gap between laboratory settings and observations in real world contexts and thus allow for generalization of laboratory results to everyday life. A binary decision task with quasi realistic context and stimuli was created to investigate neural processing of certain and uncertain decision making, using functional Magnetic Resonance Imaging. On the basis of behavioral data (consistency of decisions in identical contexts), trials with uncertain and certain decision making were identified. This allowed for comparing uncertain and certain conditions, and contrasting each condition with a low level baseline (i.e., between trial fixation dot). A Conjunction analysis between contrasts of uncertainty versus baseline and certainty versus baseline indicated a large overlap of neural network recruitment distributed in bilateral middle frontal, medial frontal, inferior parietal, occipito-temporal, and medio-temporal areas, and the cingulate cortex. While basic neural processing principles in uncertain and certain contexts were comparable, the direct contrast revealed activation foci in middle cingulate and in frontal and parietal areas. The quasi realistic approach revealed a common network for decision making which is modulated by uncertainty.
机译:通过准现实决策逼近的现实生活决策可能会增加决策实验的生态有效性。这有助于缩小实验室环境与现实世界背景中的观察之间的差距,从而允许实验室结果的概括为日常生活。使用功能磁共振成像来创建具有准现实背景和刺激的二元决策任务,以研究某些和不确定决策的神经处理。在行为数据(相同上下文中的决策一致性)的基础上,确定了不确定和某些决策的试验。这允许比较不确定和某些条件,并将每个条件与低级别基线(即,试验点之间)对比。不确定与基线与确定性与基线之间的结合分析,而基线表明,在双边中正面,内侧前部,下间,枕颞和中部时间区域和中间颞部区域分布的巨大重叠,以及Cingulate Cortex。虽然在不确定和某些情况下基本神经处理原理是可比的,但直接对比显示中间和额外区域的激活焦点。准现实方法揭示了由不确定性调制的决策的公共网络。

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